Abstract This work proposes a new methodology to evaluate production forecast, economic return, energy demand, and carbon emissions of an oil field with multiple reservoirs sharing the same production facility in a scenario of uncertainty. Using a benchmark case, the reservoir performance forecasting for this scenario is evaluated on two categories of parameters: (1) reservoir and operational uncertainties and (2) management of the shared platform capacity. The first is evaluated by applying the